no code implementations • 25 Aug 2023 • Lyndon Benke, Tim Miller, Michael Papasimeon, Nir Lipovetzky
Diverse, top-k, and top-quality planning are concerned with the generation of sets of solutions to sequential decision problems.
no code implementations • 30 Aug 2021 • Michael Papasimeon, Lyndon Benke
We describe ACE0, a lightweight platform for evaluating the suitability and viability of AI methods for behaviour discovery in multiagent simulations.
no code implementations • 27 Apr 2021 • Mahmoud Hossam, Trung Le, Michael Papasimeon, Viet Huynh, Dinh Phung
Generating realistic sequences is a central task in many machine learning applications.
1 code implementation • 5 May 2020 • Budi Kurniawan, Peter Vamplew, Michael Papasimeon, Richard Dazeley, Cameron Foale
It then selects from each discrete state an input value and the action with the highest numerical preference as an input/target pair.
1 code implementation • 16 Apr 2020 • Mahmoud Hossam, Trung Le, Viet Huynh, Michael Papasimeon, Dinh Phung
One of the challenging problems in sequence generation tasks is the optimized generation of sequences with specific desired goals.